CN103593054A - Question-answering system combining emotion recognition and output - Google Patents
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Abstract
The invention provides a question-answering system combining emotion recognition and output. The question-answering system comprises an input module, a denoising module, an emotion analysis module, an emotion decision module and an output module. The input module is used for inputting user questioning information and user parameter information and converting the user questioning information and the user parameter information into standard text formatting information. The denoising module is used for carrying out denoising and module structuralization processing on the text formatting information. The emotion analysis module is used for building an emotion feature point model and extracting emotion feature points from the user questioning information through the emotion feature point model. The emotion decision module is used for building an emotion decision model and judging the current emotion of a user and the current circumstance where the user is located based on the emotion feature points of the user through combinatorial computing by combining the records and habits of the user. The output module is used for outputting a corresponding result according to the current emotion of the user. The emotion information of the user is combined, the user intention is speculated more accurately, intimate answers are given according to the actual situation of the user, and user experience is greatly promoted.
Description
Technical field
The present invention relates to information retrieval and inquiry field, relate in particular to the question answering system of a kind of combination Emotion identification and output.
Background technology
Question answering system is a kind of advanced form of information retrieval system.It can answer the problem that user proposes with natural language with accurate, succinct natural language.Main cause that its research is risen is people for the demand of obtaining information fast and accurately.
Along with the performance index such as the speed of question answering system and accuracy improve day by day, user can obtain information more accurately more efficiently, and meanwhile, user has higher requirement to the aspect such as recreational, personalized of question answering system.
Existing technical scheme, cannot obtain many abundant detail content such as the tone that user inputs problem, mood, and these detail content are as the important step of the whole input process of user, it is the important supplement of carrying out user view supposition, if reply for the current mood of user, it is more intimate, accurate to make to answer, and greatly promotes user and experiences.
Summary of the invention
The object of the invention is to for the deficiencies in the prior art, the question answering system of a kind of combination Emotion identification and output is provided, in conjunction with user's emotional information, infers more accurately user view, actual conditions for user are carried out intimate answer, promote user and experience.
For achieving the above object, the invention provides the question answering system of a kind of combination Emotion identification and output, comprising:
Load module, puts question to information for inputting user speech, text and operational order, gathers customer parameter information, and puts question to information and customer parameter information to be all converted to normative text format information user;
Denoising module, for to text formatting information, carries out denoising and modular structureization and processes;
Mood parsing module, for setting up emotional characteristics point model, and carries out emotional characteristics point by this emotional characteristics point model to user's information of puing question to and extracts;
Mood decision-making module, for setting up mood decision model, the emotional characteristics point based on user, calculates by combination, in conjunction with user record, custom, judges the current mood of user and sight of living in;
Output module, for for the current mood of user, exports corresponding result.
Further, this load module, comprising:
Voice input module, for user speech input information;
Text load module, for user version input information;
Operation load module, inputs for user's operational order;
Parameter acquisition module, for gathering user's various parameter informations;
Text conversion module, for puing question to user information and customer parameter information to be converted to text formatting information.
Further, this mood parsing module comprises the mood data storehouse by a large amount of changeable in mood data formations, and this mood data storehouse is used for this emotional characteristics point model to train, thereby extracts the unique point that can judge user emotion.
Compared with prior art, the invention has the beneficial effects as follows: by the emotional information in conjunction with user, infer more accurately user view, for user's actual conditions, carry out intimate answer, greatly promoted user's experience.
Accompanying drawing explanation
Fig. 1 is the schematic diagram of the question answering system of a kind of combination Emotion identification of the present invention and output;
Fig. 2 is the load module schematic diagram of the question answering system of a kind of combination Emotion identification of the present invention and output.
Embodiment
Below in conjunction with each embodiment shown in the drawings, the present invention is described in detail; but should be noted that; these embodiments are not limitation of the present invention; those of ordinary skills are according to these embodiment institute work energy, method or structural equivalent transformation or alternative, within all belonging to protection scope of the present invention.
Shown in ginseng Fig. 1 and Fig. 2, Fig. 1 is the schematic diagram of the question answering system of a kind of combination Emotion identification of the present invention and output; Fig. 2 is the load module schematic diagram of the question answering system of a kind of combination Emotion identification of the present invention and output.
In the present embodiment, the question answering system of a kind of combination Emotion identification and output, comprising:
Load module 10, puts question to information for inputting user speech, text and operational order, gathers customer parameter information, and puts question to information and customer parameter information to be all converted to normative text format information user;
This load module 10, comprising:
Denoising module 20, for to text formatting information, carries out denoising and modular structureization and processes;
Mood parsing module 30, for setting up emotional characteristics point model, and carries out emotional characteristics point by this emotional characteristics point model to user's information of puing question to and extracts;
Emotional characteristics point model, is for mood text and the non-mood text very imbalance problem that distributes in corpus, and set up one mathematical model based on statistics.
Such as user input " oh today weather true ", through emotional characteristics point model, process, due to " oh ", the mood degree of correlation that " true " calculated by model is higher, therefore can be taken as emotional characteristics point, puts forward.
This mood parsing module 30 comprises the mood data storehouse by a large amount of changeable in mood data formations, and this mood data storehouse is used for this emotional characteristics point model to train, thereby extracts the unique point that can judge user emotion.
Mood decision-making module 40, for setting up mood decision model, the emotional characteristics point based on user, calculates by combination, in conjunction with user record, custom, judges the current mood of user and sight of living in;
This mood decision model, carries out after the calculating of weight probability statistics the statistical model based on Hidden Markov of formation to a large amount of language materials.In conjunction with user's record, custom or other rules, this model, to the sequence of giving a mark of emotional characteristics point, is determined the mood model ranking the first.
By this mood decision model, for emotional characteristics point, judge the current mood of user, if the information of user's input is abundant, can judge the current sight of living in of user, then for this mood, plan as a whole optimum answer and reply to user.
The eigenwert of taking out such as this mood parsing module 30 be " oh ", " true ", this mood decision model is calculated by combination, judge that these two contaminations occur that the possibility of expression forward mood is very large, in conjunction with user's record, custom or other rules, make a clear and definite judgement again.
Output module 50, for for the current mood of user, exports corresponding result.
By this output module 50, the judgement that this mood decision-making module 40 is made can display in every way, and the optimum answer after mood decision-making replies to user by this output module 50, this output module 50, in output, is made different representing according to the different mood of user.
Such as user's input " today, weather was true ", this mood decision-making module 40 is made clear and definite positive tropism's emotion judgment, this output module 50 is according to this judgement, can export the result of a same cheerful and light-hearted forward, may be the expression of a cheerful and light-hearted jump, may be also to express other happy modes.
Such as user's input " people's dinner ", this mood decision-making module 40 is made clear and definite Loneliness judgement, and this output module 50, according to this judgement, can be exported the result of a comfort of doing something for the occasion, may be to play a first slow song, may be also to say a joke.
The invention provides the question answering system of a kind of combination Emotion identification and output, in conjunction with user's emotional information, infer more accurately user view, for user's actual conditions, carry out intimate answer, greatly promoted user's experience.
To those skilled in the art, obviously the invention is not restricted to the details of above-mentioned one exemplary embodiment, and in the situation that not deviating from spirit of the present invention or essential characteristic, can realize the present invention with other concrete form.Therefore, no matter from which point, all should regard embodiment as exemplary, and be nonrestrictive, scope of the present invention is limited by claims rather than above-mentioned explanation, is therefore intended to include in the present invention dropping on the implication that is equal to important document of claim and all changes in scope.Any Reference numeral in claim should be considered as limiting related claim.
In addition, be to be understood that, although this instructions is described according to embodiment, but not each embodiment only comprises an independently technical scheme, this narrating mode of instructions is only for clarity sake, those skilled in the art should make instructions as a whole, and the technical scheme in each embodiment also can, through appropriately combined, form other embodiments that it will be appreciated by those skilled in the art that.
Claims (3)
1. in conjunction with a question answering system for Emotion identification and output, it is characterized in that, comprising:
Load module (10), puts question to information for inputting user speech, text and operational order, gathers customer parameter information, and puts question to information and customer parameter information to be all converted to normative text format information user;
Denoising module (20), processes for text formatting information being carried out to denoising and modular structureization;
Mood parsing module (30), for setting up emotional characteristics point model, and carries out emotional characteristics point by described emotional characteristics point model to user's information of puing question to and extracts;
Mood decision-making module (40), for setting up mood decision model, the emotional characteristics point based on user, calculates by combination, in conjunction with user record, custom, judges the current mood of user and sight of living in;
Output module (50), for for the current mood of user, exports corresponding result.
2. the question answering system of a kind of combination Emotion identification according to claim 1 and output, is characterized in that, described load module (10), comprising:
Voice input module (101), for user speech input information;
Text load module (102), for user version input information;
Operation load module (103), inputs for user's operational order;
Parameter acquisition module (104), for gathering user's various parameter informations;
Text conversion module (105), for puing question to user information and customer parameter information to be converted to text formatting information.
3. the question answering system of a kind of combination Emotion identification according to claim 1 and output, it is characterized in that, described mood parsing module (30) comprises the mood data storehouse by a large amount of changeable in mood data formations, described mood data storehouse is used for described emotional characteristics point model to train, thereby extracts the unique point that can judge user emotion.
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